Overview

Dataset Statistics

Number of Variables 20
Number of Rows 227
Missing Cells 110
Missing Cells (%) 2.4%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 240.0 KB
Average Row Size in Memory 1.1 KB

Variable Types

Categorical 17
Numerical 3

Variables

Country

categorical

Distinct Count 227
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 16.6 KB

Length

Mean 9.9251
Standard Deviation 4.1858
Median 9
Minimum 5
Maximum 33

Sample

1st row Afghanistan
2nd row Albania
3rd row Algeria
4th row American Samoa
5th row Andorra

Letter

Count 1920
Lowercase Letter 1623
Space Separator 309
Uppercase Letter 297
Dash Punctuation 1
Decimal Number 0

Region

categorical

Distinct Count 11
Unique (%) 4.8%
Missing 0
Missing (%) 0.0%
Memory Size 21.3 KB

Length

Mean 31.0881
Standard Deviation 5.4506
Median 35
Minimum 20
Maximum 35

Sample

1st row ASIA (EX. NEAR EAS...
2nd row EASTERN EUROPE ...
3rd row NORTHERN AFRICA ...
4th row OCEANIA ...
5th row WESTERN EUROPE ...

Letter

Count 2969
Lowercase Letter 0
Space Separator 3827
Uppercase Letter 2969
Dash Punctuation 51
Decimal Number 0

Population

numerical

Distinct Count 227
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.5 KB
Mean 2.874e+07
Minimum 7026
Maximum 1.314e+09
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 7026
5-th Percentile 28324.9
Q1 437624
Median 4.787e+06
Q3 1.7498e+07
95-th Percentile 8.7949e+07
Maximum 1.314e+09
Range 1.314e+09
IQR 1.706e+07

Descriptive Statistics

Mean 2.874e+07
Standard Deviation 1.1789e+08
Variance 1.3898e+16
Sum 6.524e+09
Skewness 9.1393
Kurtosis 89.7696
Coefficient of Variation 4.102

Area (sq. mi.)

numerical

Distinct Count 226
Unique (%) 99.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.5 KB
Mean 598226.9559
Minimum 2
Maximum 1.7075e+07
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 2
5-th Percentile 155.1
Q1 4647.5
Median 86600
Q3 441811
95-th Percentile 2.2916e+06
Maximum 1.7075e+07
Range 1.7075e+07
IQR 437163.5

Descriptive Statistics

Mean 598226.9559
Standard Deviation 1.7903e+06
Variance 3.2051e+12
Sum 1.358e+08
Skewness 5.9248
Kurtosis 40.8243
Coefficient of Variation 2.9926

Pop. Density (per sq. mi.)

categorical

Distinct Count 219
Unique (%) 96.5%
Missing 0
Missing (%) 0.0%
Memory Size 15.4 KB

Length

Mean 4.37
Standard Deviation 0.7553
Median 4
Minimum 3
Maximum 7

Sample

1st row 48,0
2nd row 124,6
3rd row 13,8
4th row 290,4
5th row 152,1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 765

Coastline (coast/area ratio)

categorical

Distinct Count 151
Unique (%) 66.5%
Missing 0
Missing (%) 0.0%
Memory Size 15.4 KB

Length

Mean 4.304
Standard Deviation 0.5566
Median 4
Minimum 4
Maximum 6

Sample

1st row 0,00
2nd row 1,26
3rd row 0,04
4th row 58,29
5th row 0,00

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 750

Net migration

categorical

Distinct Count 157
Unique (%) 70.1%
Missing 3
Missing (%) 1.3%
Memory Size 15.0 KB

Length

Mean 3.5759
Standard Deviation 1.695
Median 4
Minimum 1
Maximum 6

Sample

1st row 23,06
2nd row -4,93
3rd row -0,39
4th row -20,71
5th row 6,6

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 92
Decimal Number 548

Infant mortality (per 1000 births)

categorical

Distinct Count 220
Unique (%) 98.2%
Missing 3
Missing (%) 1.3%
Memory Size 15.2 KB

Length

Mean 4.6116
Standard Deviation 0.7125
Median 5
Minimum 2
Maximum 6

Sample

1st row 163,07
2nd row 21,52
3rd row 31
4th row 9,27
5th row 4,05

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 813

GDP ($ per capita)

numerical

Distinct Count 130
Unique (%) 57.5%
Missing 1
Missing (%) 0.4%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.5 KB
Mean 9689.823
Minimum 500
Maximum 55100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 500
5-th Percentile 700
Q1 1900
Median 5550
Q3 15700
95-th Percentile 29475
Maximum 55100
Range 54600
IQR 13800

Descriptive Statistics

Mean 9689.823
Standard Deviation 10049.1385
Variance 1.0099e+08
Sum 2.1899e+06
Skewness 1.3668
Kurtosis 1.4929
Coefficient of Variation 1.0371

Literacy (%)

categorical

Distinct Count 140
Unique (%) 67.0%
Missing 18
Missing (%) 7.9%
Memory Size 14.1 KB

Length

Mean 4.0335
Standard Deviation 0.1804
Median 4
Minimum 4
Maximum 5

Sample

1st row 36,0
2nd row 86,5
3rd row 70,0
4th row 97,0
5th row 100,0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 634

Phones (per 1000)

categorical

Distinct Count 214
Unique (%) 96.0%
Missing 4
Missing (%) 1.8%
Memory Size 15.1 KB

Length

Mean 4.4843
Standard Deviation 0.7219
Median 5
Minimum 3
Maximum 6

Sample

1st row 3,2
2nd row 71,2
3rd row 78,1
4th row 259,5
5th row 497,2

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 777

Arable (%)

categorical

Distinct Count 203
Unique (%) 90.2%
Missing 2
Missing (%) 0.9%
Memory Size 15.2 KB

Length

Mean 4.1689
Standard Deviation 1.0168
Median 4
Minimum 1
Maximum 5

Sample

1st row 12,13
2nd row 21,09
3rd row 3,22
4th row 10
5th row 2,22

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 732

Crops (%)

categorical

Distinct Count 162
Unique (%) 72.0%
Missing 2
Missing (%) 0.9%
Memory Size 15.1 KB

Length

Mean 3.6356
Standard Deviation 1.1498
Median 4
Minimum 1
Maximum 5

Sample

1st row 0,22
2nd row 4,42
3rd row 0,25
4th row 15
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 626

Other (%)

categorical

Distinct Count 209
Unique (%) 92.9%
Missing 2
Missing (%) 0.9%
Memory Size 15.3 KB

Length

Mean 4.6978
Standard Deviation 0.7602
Median 5
Minimum 2
Maximum 5

Sample

1st row 87,65
2nd row 74,49
3rd row 96,53
4th row 75
5th row 97,78

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 851

Climate

categorical

Distinct Count 6
Unique (%) 2.9%
Missing 22
Missing (%) 9.7%
Memory Size 13.2 KB

Length

Mean 1.1073
Standard Deviation 0.4518
Median 1
Minimum 1
Maximum 3

Sample

1st row 1
2nd row 3
3rd row 1
4th row 2
5th row 3

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 216

Birthrate

categorical

Distinct Count 220
Unique (%) 98.2%
Missing 3
Missing (%) 1.3%
Memory Size 15.3 KB

Length

Mean 4.7589
Standard Deviation 0.5721
Median 5
Minimum 2
Maximum 5

Sample

1st row 46,6
2nd row 15,11
3rd row 17,14
4th row 22,46
5th row 8,71

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 847

Deathrate

categorical

Distinct Count 201
Unique (%) 90.1%
Missing 4
Missing (%) 1.8%
Memory Size 15.1 KB

Length

Mean 4.1883
Standard Deviation 0.5619
Median 4
Minimum 2
Maximum 5

Sample

1st row 20,34
2nd row 5,22
3rd row 4,61
4th row 3,27
5th row 6,25

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 712

Agriculture

categorical

Distinct Count 150
Unique (%) 70.8%
Missing 15
Missing (%) 6.6%
Memory Size 14.4 KB

Length

Mean 4.684
Standard Deviation 0.5585
Median 5
Minimum 1
Maximum 5

Sample

1st row 0,38
2nd row 0,232
3rd row 0,101
4th row 0,096
5th row 0,04

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 782

Industry

categorical

Distinct Count 155
Unique (%) 73.5%
Missing 16
Missing (%) 7.0%
Memory Size 14.4 KB

Length

Mean 4.6682
Standard Deviation 0.5554
Median 5
Minimum 3
Maximum 5

Sample

1st row 0,24
2nd row 0,188
3rd row 0,6
4th row 0,658
5th row 0,18

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 774

Service

categorical

Distinct Count 167
Unique (%) 78.8%
Missing 15
Missing (%) 6.6%
Memory Size 14.4 KB

Length

Mean 4.6792
Standard Deviation 0.516
Median 5
Minimum 3
Maximum 5

Sample

1st row 0,38
2nd row 0,579
3rd row 0,298
4th row 0,246
5th row 0,78

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 780

Interactions

Correlations

Missing Values